Cluster analysis is a form of exploratory data analysis used to find patterns within data by splitting them into clusters. Within this project, we focus on building a K-Means Clustering algorithm without Python libraries.
Polynomial Regression is an awesome technique for identifying the relationship between non-linear variables. In this project, I build one from scratch without the help of Python libraries.
Regression Analysis is a great tool for finding the relationship between two or more items. In this project, I use a dataset on city-cycle fuel consumption in MATLAB without built-in functions.